DREAM - 2011 - Annual activity report

DREAM

DREAM - 2011

Project Team Dream

Members

Overall Objectives

Introduction
On-line monitoring issues
Design and model acquisition issues
Application domains

Scientific Foundations

Computer assisted monitoring and diagnosis of physical systems
Machine learning and data mining

Application Domains

Software components monitoring
Environmental decision making

Software

Introduction
QTempIntMiner: quantitative temporal sequence mining
Sacadeau: qualitative modeling and decision-aid to preserve the water quality from pollutants as herbicides
Ecomata

New Results

Diagnosis of large scale discrete event systems
Machine learning for model acquisition
Decision aiding with models and simulation data
Causal reasoning and influence diagrams

Contracts and Grants with Industry

ManageYourSelf: diagnosis and monitoring of embedded platforms

Partnerships and Cooperations

Regional Initiatives
National Initiatives

Dissemination

Animation of the scientific community
Teaching

Bibliography

Major publications
Publications of the year
References in notes

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2011 Team Activity Report

DREAM

Diagnosing, Recommending Actions and Modelling

Research centre: Rennes - Bretagne-Atlantique

In partnership with: CNRS, Institut national des sciences appliquées de Rennes, Université Rennes 1

In collaboration with: Institut de recherche en informatique et systèmes aléatoires (IRISA)

Field: Perception, Cognition, Interaction

Theme: Knowledge and Data Representation and Management

Keywords: Artificial Intelligence, Data Mining, Machine Learning, Diagnosis, Reasoning, Knowledge, Decision Aid